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Table 5 Clustering results with no prior knowledge provided on diagnosis

From: A probabilistic approach for pediatric epilepsy diagnosis using brain functional connectivity networks

  Condition  
  Healthy Epileptic  
Clustered as Epilepsy 0 9 Positive predictive value (%)
100
Clustered as Healthy 7 2 Negative predictive value (%)
77.8
  Sensitivity (%)
81.8
Specificity (%)
100
Accuracy (%)
88.9
Subject ID E s D s Probability (%)
PC01 0 11 0
PC02 0 20 0
PC03 0 14 0
PC04 2 18 11
PC05 0 3 0
PC06 0 20 0
PC07 1 5 20
PE01 12 14 86
PE02 67 67 100
PE03 10 39 25
PE04 12 18 66
PE05 21 30 70
PE06 66 77 86
PE07 30 40 75
PE08 23 25 92
PE09 25 25 100
PE10 5 6 83
PE11 3 13 23